ITTC in Transforming Maintenance through Data Science (2020)
Unlocking Knowledge from Technical Texts using Deep Active Learning and Entity Typing
University of Western Australia
Supervisors: Professor Melinda Hodkiewicz, Dr Tim French and Dr Wei Lu
Benefit to Western Australia
Tyler is developing an Artificial Intelligence system able to analyse and learn from manuals, day-to-day work orders, and other un-structured records of engineering plant performance. By capturing and recognising the significance of patterns in these databases, this AI approach could improve understanding of asset performance and support more efficient maintenance practices in Western Australian mining and mineral processing facilities.
Page was last reviewed 1 June 2023